A fast total variation regularization algorithm for 2D piecewise constant radially symmetric functions

Abstract

In this paper, total variation regularization (TV regularization) for 2D radially symmetric piecewise constant (RSPC) functions is considered. A system of equations solving the direct variational problem with the subgradient method is obtained. Using the system, we propose a Condat’s type algorithm for computation of an extremal function.